AI Visibility Scorecard
The full cycle developer blog
fullcycledeveloper.com · Technology
Somewhat visible. AI bots can read The full cycle developer blog, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Claude · Meta AI
#226,639 of 2,707,329 in Technology for AI visibility
6
AEO Visibility
iBorderline · 5.8/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About The full cycle developer blog
from our crawl and measurement
"A blog by Geert van der Cruijsen about all aspects of software development." That is how The full cycle developer blog introduces itself. Its AI visibility score is 5.8 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
What this score means
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 5.8/10, The full cycle developer blog has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
My blog using Hugo hosted on Github Pages, what is in the box?
I wanted to create a blog website that was based on markdown files that i could store in git. I already had some experience with GitHub Pages so I though lets see how hard that is.
Contract first or Code first?
Although I want to share my contract as soon as possible I don’t like these API contract designer tools. My approach is often just creating an empty API in Asp.Net Core by defining the controllers and classes that define the contract. Adding Swashbuckle to your project will generate a Swagger file / Open API Spec based on the controllers and classes that you can use to document your API.
Is this your brand?
The exact fixes for The full cycle developer blog
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for The full cycle developer blog.
Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fullcycledeveloper
Cite this score: Engagemii (2026). "AEO Score for The full cycle developer blog." Retrieved from https://engagemii.com/aeo/brands/fullcycledeveloper
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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